The calculated distance (air line) between Niigata and Kumagaya is approximately 123 miles respectively 198 kilometers.
By car or train, the actual journey to Kumagaya is certainly longer, as only the direct route (as the crow flies) between Niigata and Kumagaya has been calculated here.